MAWILab

Data set: 2003/08/12






Traffic Trace: 2003/08/12

Info: http://mawi.wide.ad.jp/mawi/samplepoint-B/2003/200308121400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-B/2003/200308121400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 200308121400_anomalous_suspicious.xml

Overview of the anomalies:

# of anomalies: 192
# of anomalies as function of the # of alarms and # of detectors reporting the alarms:


Breakdown of the anomalies:

CategoryLabelDetectors
Ping floodAnomalous Hough, PCA
SYN scanAnomalous Hough, Gamma, PCA
SYN scanAnomalous Hough, Gamma, PCA
SYN scanAnomalous Hough, Gamma, PCA
SYN scanAnomalous Hough, Gamma, KL, PCA
SYN scanAnomalous Hough, Gamma, PCA
SYN scanAnomalous Hough, Gamma, KL
SYN scanAnomalous Hough, Gamma, KL, PCA
SYN scanAnomalous Hough, Gamma, KL, PCA
SYN scanAnomalous Gamma, KL, PCA
SYN scanAnomalous Gamma, KL
SYN scanAnomalous Hough, Gamma, PCA
SYN scanAnomalous Gamma, PCA
SYN scanAnomalous Gamma, KL, PCA
SYN scanAnomalous Hough, Gamma, KL, PCA
SYN scanAnomalous Gamma, KL, PCA
SYN scanAnomalous Gamma, KL, PCA
SYN scanAnomalous Hough, Gamma, KL, PCA
SYN scanAnomalous Gamma, KL, PCA
SYN scanAnomalous Gamma, KL, PCA
SYN scanAnomalous Gamma, KL, PCA
SYN scanAnomalous Hough, Gamma, KL, PCA
NetbiosAnomalous Gamma, KL, PCA
NetbiosAnomalous Hough, KL, PCA
SYN scanAnomalous KL
SYN scanAnomalous Hough, PCA
SYN scanAnomalous Gamma, KL, PCA
SYN scanAnomalous KL
NetbiosAnomalous Hough, Gamma, KL, PCA
SYN scanSuspicious Hough
SYN scanSuspicious Hough
SYN scanSuspicious Hough
SYN scanSuspicious Hough
Ping floodSuspicious Hough, Gamma, PCA
SYN scanSuspicious Hough, Gamma, PCA
SYN scanSuspicious Gamma, PCA
SYN scanSuspicious Hough, Gamma
SYN scanSuspicious Hough, Gamma
SYN scanSuspicious Gamma, KL, PCA
SYN scanSuspicious Hough, Gamma, PCA
SYN scanSuspicious Hough, Gamma, PCA
SYN scanSuspicious Hough, Gamma
SYN scanSuspicious Hough, Gamma
SYN scanSuspicious Hough, Gamma, PCA
SYN scanSuspicious Hough, Gamma
SYN scanSuspicious Gamma, KL, PCA
SYN scanSuspicious Gamma, KL, PCA
SYN scanSuspicious Gamma, KL
SYN scanSuspicious Gamma, KL, PCA
SYN scanSuspicious Gamma, KL, PCA
SYN scanSuspicious Gamma, KL, PCA
SYN scanSuspicious Hough, Gamma, PCA
SYN scanSuspicious Hough, Gamma, PCA
SYN scanSuspicious Gamma, PCA
SYN scanSuspicious Hough, Gamma, PCA
SYN scanSuspicious Gamma, PCA
SYN scanSuspicious Gamma, PCA
SYN scanSuspicious Gamma, PCA
SYN scanSuspicious Gamma, PCA
SYN scanSuspicious Gamma, PCA
SYN scanSuspicious Gamma, KL, PCA
SYN scanSuspicious Gamma, KL, PCA
SYN scanSuspicious Gamma, KL, PCA
SYN scanSuspicious Gamma, KL, PCA
SYN scanSuspicious Gamma, KL, PCA
SYN scanSuspicious KL
SYN scanSuspicious Gamma, KL, PCA
SYN scanSuspicious Gamma, KL, PCA
SYN scanSuspicious Hough, PCA
SYN scanSuspicious Hough, Gamma, PCA
SYN scanSuspicious Gamma, KL, PCA
SYN scanSuspicious Hough, Gamma, PCA
SYN scanSuspicious Gamma, KL, PCA
SYN scanSuspicious KL, PCA
NetbiosSuspicious Hough, PCA
NetbiosSuspicious Hough, PCA
SYN scanSuspicious Gamma, KL, PCA
SYN scanSuspicious Gamma, KL, PCA
Ping floodSuspicious Gamma, PCA
SYN scanSuspicious Hough, Gamma, PCA
NetbiosSuspicious Hough, PCA
SYN scanSuspicious Gamma, KL, PCA
SYN scanSuspicious Hough, PCA
SYN scanSuspicious Gamma, KL, PCA
SYN scanSuspicious Gamma, KL
SYN scanSuspicious KL, PCA
NetbiosSuspicious Hough, PCA
NetbiosSuspicious Hough, PCA
SYN scanSuspicious Gamma, PCA
SYN scanSuspicious Hough, Gamma, PCA
SYN scanSuspicious Hough, PCA
SYN scanSuspicious Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Gamma, PCA
HTTPAnomalous Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Gamma, PCA
HTTPAnomalous Gamma, PCA
HTTPAnomalous Gamma, PCA
HTTPAnomalous Gamma, KL, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
FTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
UnknownAnomalous Hough, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Gamma, PCA
UnknownAnomalous Gamma, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Gamma, PCA
UnknownAnomalous Gamma, PCA
UnknownAnomalous Gamma, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Gamma, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Gamma, KL
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous KL, PCA
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Gamma, PCA
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
CategoryLabelDetectors

Other:

"Notice" labels (admd file): 200308121400_notice.xml